Sources
The domains and URLs that AI models cite when generating answers about a brand. Tracking sources helps understand which content influences how AI tools represent a brand.
GEO Glossary
- Every LLM SEO Guide Gives the Same Eight Tips. We Measured Six of Them.
We asked two AI surfaces what LLM SEO is. They cited fourteen pages giving the same eight tips, none with a measurement. Five do not survive our register.
- In Spain, Google's AI Overview Answers Every Software Question We Asked and No Product Question
AI Overview returned nothing for 11 buying questions in Spain and Germany. AI Mode answered all 36 cells in three markets: the surface, not the market.
- An Assistant Said a $29 Tool Starts at $83. We Checked 30 Prices Against the Vendors' Own Pages.
We asked an assistant the price of 30 AI visibility tools and checked every answer against the vendor's own page. 13 of 20 right, and 4 invented prices.
- Half of What an AI Cites Is Gone in Six Days. The Other Half Barely Moves.
Fourteen buying questions asked twice in August and again six days later. The full cited set overlaps 50 per cent. The durable core holds 73 per cent.